Multiple deployment phases

The deployment includes multiple deployment phases. More precisely,

  • cloud or edge implementation + monitoring tools

  • initial deployment to permit analysis of results and tuning

    • shallow deployment (e.g. X-ray diagnosis system not used to make any decision, but only 'shadows' a doctor)

    • canary deployment (rolled out only to a small subset of users)

  • ramp up deployment

  • large scale monitoring

Quoted from Stanford HAI webinar : https://crossminds.ai/video/5f9a11f026cd723d6a05efa4/?playlist_id=5f07c51e2de531fe96279ccb&utm_source=linkedin&utm_medium=post&utm_campaign=anll

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